Description
What is MindsDB?
MindsDB is an AI development cloud platform that enables development teams to build applications powered by AI in a fast and scalable way. It simplifies the process of applying machine learning to end-user applications by connecting databases with popular AI frameworks. MindsDB allows teams to level up their existing skills for building and maintaining AI/ML applications.
How to use MindsDB?
To use MindsDB, follow these simple steps: 1. Connect your database: MindsDB seamlessly integrates with over 100 data sources, allowing you to connect your data to a full ecosystem of state-of-the-art ML and LLMs. 2. Build AI applications: MindsDB abstracts LLMs, time series, regression, and classification models as virtual tables (AI-Tables). You can interact with these AI Tables using familiar SQL statements, making it easy to build and automate AI applications. 3. Automate workflows: MindsDB allows you to orchestrate workflows in response to specific conditions or events, making it easier to automate tasks and streamline your AI processes. 4. Deploy and manage AI logic: Once your models are trained, MindsDB makes it simple to deploy and manage AI logic in your end-user applications. You can publish your AI Agent directly, without any infrastructure setup.
MindsDB Core Features
- Data integration with over 100 data sources
- Abstracts LLMs, time series, regression, and classification models as AI Tables
- SQL-based interaction with AI Tables
- Automated workflows orchestration
- Seamless training and retraining of ML models
- Enrich data with low-latency predictions and explainability metadata
- Integration with business intelligence tools
- Automate data transformation with DBT
- Extensive documentation and code samples
- Open-source project with a large community of contributors
- Integration with Intel® Partner Alliance and Intel® Distribution of OpenVINO™ Toolkit
- Works with all major Cloud Service Providers
FAQ from MindsDB
MindsDB seamlessly integrates with over 100 data sources, ensuring compatibility with your tech stack.
MindsDB offers automated workflows orchestration, allowing you to easily automate tasks and workflows in response to specific conditions or events.
Yes, you can use MindsDB to make predictions and analyze future events in your business dashboards, thanks to its integration with SQL Wire Protocol and BI tools.
Yes, MindsDB provides extensive documentation, code samples, and a community of over 240 contributors. You can also get support through email or chat with technical experts.
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